Post-Cutoff

StepFunStep 5 familyPreviewReasoning modelReleased 20 Sep 2026

Step 5 Preview

Model idstep-5-preview

Price$1 in, $2.70 out per 1M tokens

Checked15 October 2026

No published training cutoff

At least1,442events since its release on 20 September 2026

59 historic, 308 major. 54 days of news.

StepFun doesn’t publish a training cutoff, so we count from its release date. The real gap is larger.

Five things it has never heard of

How to call it

6 ways to use Step 5 Preview, with the model id each provider expects.

Providers, model ids, endpoints and docs for Step 5 Preview
ProviderModel idEndpointDocs
StepFun API step-5-preview platform.stepfun.ai
OpenRouter stepfun/step-5-preview openrouter.ai
Hugging Face huggingface.co
Hugging Face (BF16) huggingface.co
Hugging Face (NVFP4) huggingface.co
ModelScope modelscope.ai

Pricing

Prices for Step 5 Preview
Input$1 per 1M tokens
Cached input$0.10 per 1M tokens
Output$2.70 per 1M tokens

As published: “per 1M tokens (USD); reasoning tokens billed as output”.

Source: platform.stepfun.ai, checked 15 October 2026.

Specs

Input
Text, images and video
Output
Text
Context window
1,000,000 tokens
Max output
64,000 tokens
Open weights
Yes
Licence
stepfun-model-license-1.0
Training cutoff
Not published
Released
20 September 2026
Status
Preview
Type
Reasoning model

What stands out

What its maker marketed at launch, and what people found later, each with its source.

  • 600B sparse MoE agent model with 1M context and video input

    600B total / 27B active, 92 layers; up to 60 images and short videos per request; reasoning effort low/medium/high.

    Source: platform.stepfun.ai

Notes

Open weights published on 2026-10-15 as promised (FP8, BF16, NVFP4 on Hugging Face; StepFun Model License 1.0: Apache-style, but device makers and MaaS providers over $20M revenue need a commercial licence, attribution above 100M MAU / $20M monthly revenue, and models trained materially on its outputs count as derivatives; see entry StepFun releases Step 5 Preview open weights). Self-hosting: FP8 on 4x B300 or 8x H200; BF16 on 8x B300 or 16x H200 (model card). Pricing verified on StepFun’s own pricing page on 2026-10-13: $1.00 input (cache miss, includes the cache write), $0.10 cache hit, $2.70 output (launch press had reported $0.05 for cache hits). OpenRouter lists it since 2026-10-08 at $1.00 / $2.70 with 1M context and 64k max output. Free and exclusive in Tencent WorkBuddy from Oct 12 to Oct 25, 2026 (Pandaily, citing IT Home).